Children Activity Recognition: Challenges and Strategies. - Anahita Hosseini; Shayan Fazeli; Eleanne van Vliet; Lisa Valencia; Rima Habre; Majid Sarrafzadeh; Alex A. T. Bui (EMBC, 2018)

ECG Heartbeat Classification: A Deep Transferable Representation. - Mohammad Kachuee; Shayan Fazeli; Majid Sarrafzadeh (ICHI, 2018)

EXTRA: Exercise Tracking and Analysis Platform for Remote-monitoring of Knee Rehabilitation. - Migyeong Gwak; Shayan Fazeli; Ghazaal Ershadi; Majid Sarrafzadeh; Melina Ghodsi; Afshin Aminian; John A. Schlechter (BSN, 2019)

Group-Connected Multilayer Perceptron Networks. - Mohammad Kachuee; Sajad Darabi; Shayan Fazeli; Majid Sarrafzadeh (CoRR, 2019)

Anxiety Detection Leveraging Mobile Passive Sensing. - Lionel M. Levine; Migyeong Gwak; Kimmo Kärkkäinen; Shayan Fazeli; Bita Zadeh; Tara Peris; Alexander S. Young; Majid Sarrafzadeh (BODYNETS, 2020)

A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards. - Shayan Fazeli; Majid Sarrafzadeh (CoRR, 2020)

TAPER: Time-Aware Patient EHR Representation. - Sajad Darabi; Mohammad Kachuee; Shayan Fazeli; Majid Sarrafzadeh (IEEE J. Biomed. Health Informatics, 2020)

Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding. - Shayan Fazeli; Babak Moatamed; Majid Sarrafzadeh (ICHI, 2021)

Unsupervised Acute Intracranial Hemorrhage Segmentation With Mixture Models. - Kimmo Kärkkäinen; Shayan Fazeli; Majid Sarrafzadeh (ICHI, 2021)

COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations. - Shayan Fazeli; Davina Zamanzadeh; Anaelia Ovalle; Thu Nguyen; Gilbert Gee; Majid Sarrafzadeh (CoRR, 2021)

A Framework for Neural Topic Modeling of Text Corpora. - Shayan Fazeli; Majid Sarrafzadeh (CoRR, 2021)

Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain. - Sajad Darabi; Shayan Fazeli; Ali Pazoki; Sriram Sankararaman; Majid Sarrafzadeh (CoRR, 2021)

Passive Monitoring of Physiological Precursors of Stress Leveraging Smartwatch Data. - Shayan Fazeli; Lionel M. Levine; Mehrab Beikzadeh; Baharan Mirzasoleiman; Bita Zadeh; Tara Peris; Majid Sarrafzadeh (BIBM, 2022)

Heterogenous Ensemble of Models for Molecular Property Prediction. - Sajad Darabi; Shayan Fazeli; Jiwei Liu; Alexandre Milesi; Pawel M. Morkisz; Jean-François Puget; Gilberto Titericz (CoRR, 2022)

A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-Modal Passive Sensing. - Shayan Fazeli; Lionel M. Levine; Mehrab Beikzadeh; Baharan Mirzasoleiman; Bita Zadeh; Tara Peris; Majid Sarrafzadeh (ICDH, 2023)

Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. - Shayan Fazeli; Alireza Samiei; Thomas D. Lee; Majid Sarrafzadeh (ICHI, 2023)

Efficient Representation Learning for Longitudinal Data in Healthcare Applications - Shayan Fazeli (2023)